Overview

Dataset statistics

Number of variables10
Number of observations3276
Missing cells1434
Missing cells (%)4.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory256.1 KiB
Average record size in memory80.0 B

Variable types

Numeric9
Categorical1

Alerts

ph has 491 (15.0%) missing values Missing
Sulfate has 781 (23.8%) missing values Missing
Trihalomethanes has 162 (4.9%) missing values Missing
Hardness has unique values Unique
Solids has unique values Unique
Chloramines has unique values Unique
Conductivity has unique values Unique
Organic_carbon has unique values Unique
Turbidity has unique values Unique

Reproduction

Analysis started2021-11-24 05:57:12.889400
Analysis finished2021-11-24 05:57:29.340653
Duration16.45 seconds
Software versionpandas-profiling v3.1.1
Download configurationconfig.json

Variables

ph
Real number (ℝ≥0)

MISSING

Distinct2785
Distinct (%)100.0%
Missing491
Missing (%)15.0%
Infinite0
Infinite (%)0.0%
Mean7.080794504
Minimum0
Maximum14
Zeros1
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum0
5-th percentile4.487970742
Q16.093091914
median7.036752104
Q38.062066123
95-th percentile9.789818577
Maximum14
Range14
Interquartile range (IQR)1.968974209

Descriptive statistics

Standard deviation1.594319519
Coefficient of variation (CV)0.2251611055
Kurtosis0.7203155798
Mean7.080794504
Median Absolute Deviation (MAD)0.984116999
Skewness0.02563044763
Sum19720.01269
Variance2.541854728
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7.005230141
 
< 0.1%
5.7688680311
 
< 0.1%
6.3336400461
 
< 0.1%
3.4103596711
 
< 0.1%
8.7221437771
 
< 0.1%
8.2495505091
 
< 0.1%
7.6352646921
 
< 0.1%
5.8731571371
 
< 0.1%
4.1874908151
 
< 0.1%
7.3920840381
 
< 0.1%
Other values (2775)2775
84.7%
(Missing)491
 
15.0%
ValueCountFrequency (%)
01
< 0.1%
0.22749905021
< 0.1%
0.97557798981
< 0.1%
0.98991221291
< 0.1%
1.4317815551
< 0.1%
1.7570371151
< 0.1%
1.8445383661
< 0.1%
1.9853833591
< 0.1%
2.1285314341
< 0.1%
2.3767680761
< 0.1%
ValueCountFrequency (%)
141
< 0.1%
13.541240241
< 0.1%
13.349888561
< 0.1%
13.175401721
< 0.1%
12.246928071
< 0.1%
11.907739831
< 0.1%
11.898078031
< 0.1%
11.621140131
< 0.1%
11.568767971
< 0.1%
11.563169061
< 0.1%

Hardness
Real number (ℝ≥0)

UNIQUE

Distinct3276
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean196.369496
Minimum47.432
Maximum323.124
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum47.432
5-th percentile141.7632807
Q1176.8505379
median196.9676269
Q3216.6674562
95-th percentile249.6097689
Maximum323.124
Range275.692
Interquartile range (IQR)39.81691834

Descriptive statistics

Standard deviation32.87976148
Coefficient of variation (CV)0.1674382332
Kurtosis0.6157716821
Mean196.369496
Median Absolute Deviation (MAD)19.84498917
Skewness-0.03934170478
Sum643306.469
Variance1081.078715
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
139.11870271
 
< 0.1%
162.68327451
 
< 0.1%
180.84312481
 
< 0.1%
190.31390431
 
< 0.1%
110.86578831
 
< 0.1%
189.03158821
 
< 0.1%
172.29900011
 
< 0.1%
194.85899991
 
< 0.1%
159.29019051
 
< 0.1%
188.15597991
 
< 0.1%
Other values (3266)3266
99.7%
ValueCountFrequency (%)
47.4321
< 0.1%
73.492233691
< 0.1%
77.45958611
< 0.1%
81.710895271
< 0.1%
94.091307481
< 0.1%
94.812545221
< 0.1%
94.908977131
< 0.1%
97.28090861
< 0.1%
98.36791491
< 0.1%
98.452930511
< 0.1%
ValueCountFrequency (%)
323.1241
< 0.1%
317.33812411
< 0.1%
311.38395651
< 0.1%
308.25383291
< 0.1%
307.70602411
< 0.1%
306.62748141
< 0.1%
304.23591211
< 0.1%
303.70262671
< 0.1%
300.29247581
< 0.1%
298.09867951
< 0.1%

Solids
Real number (ℝ≥0)

UNIQUE

Distinct3276
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22014.09253
Minimum320.9426113
Maximum61227.19601
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum320.9426113
5-th percentile9545.812579
Q115666.6903
median20927.83361
Q327332.76213
95-th percentile38474.99025
Maximum61227.19601
Range60906.2534
Interquartile range (IQR)11666.07183

Descriptive statistics

Standard deviation8768.570828
Coefficient of variation (CV)0.3983162521
Kurtosis0.4428260858
Mean22014.09253
Median Absolute Deviation (MAD)5809.471858
Skewness0.6216344855
Sum72118167.12
Variance76887834.36
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
24167.842881
 
< 0.1%
38969.388991
 
< 0.1%
9001.6587531
 
< 0.1%
16780.116151
 
< 0.1%
32170.069161
 
< 0.1%
25623.340551
 
< 0.1%
27198.432591
 
< 0.1%
22207.470231
 
< 0.1%
22888.788061
 
< 0.1%
12359.631191
 
< 0.1%
Other values (3266)3266
99.7%
ValueCountFrequency (%)
320.94261131
< 0.1%
728.75082961
< 0.1%
1198.9436991
< 0.1%
1351.9069791
< 0.1%
1372.0910431
< 0.1%
2552.9628041
< 0.1%
2808.0257561
< 0.1%
2835.3031651
< 0.1%
2912.2112471
< 0.1%
3413.0816331
< 0.1%
ValueCountFrequency (%)
61227.196011
< 0.1%
56867.859241
< 0.1%
56488.672411
< 0.1%
56351.39631
< 0.1%
56320.586981
< 0.1%
55334.70281
< 0.1%
53735.899191
< 0.1%
52318.91731
< 0.1%
52060.22681
< 0.1%
51731.820551
< 0.1%

Chloramines
Real number (ℝ≥0)

UNIQUE

Distinct3276
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.122276793
Minimum0.352
Maximum13.127
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum0.352
5-th percentile4.50305371
Q16.127420755
median7.130298974
Q38.114887032
95-th percentile9.753100546
Maximum13.127
Range12.775
Interquartile range (IQR)1.987466277

Descriptive statistics

Standard deviation1.583084889
Coefficient of variation (CV)0.2222723063
Kurtosis0.5899011686
Mean7.122276793
Median Absolute Deviation (MAD)0.9916613427
Skewness-0.01209844012
Sum23332.57878
Variance2.506157766
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7.8565569021
 
< 0.1%
7.6504552531
 
< 0.1%
5.626787291
 
< 0.1%
9.2720662671
 
< 0.1%
4.0389550391
 
< 0.1%
8.9802706241
 
< 0.1%
6.0963600291
 
< 0.1%
4.3843577071
 
< 0.1%
4.6565377491
 
< 0.1%
7.440023941
 
< 0.1%
Other values (3266)3266
99.7%
ValueCountFrequency (%)
0.3521
< 0.1%
0.53035129471
< 0.1%
1.3908709051
< 0.1%
1.6839925811
< 0.1%
1.9202714491
< 0.1%
2.1026909911
< 0.1%
2.3866534941
< 0.1%
2.397984991
< 0.1%
2.4560135961
< 0.1%
2.4586091951
< 0.1%
ValueCountFrequency (%)
13.1271
< 0.1%
13.043806111
< 0.1%
12.912186641
< 0.1%
12.653362021
< 0.1%
12.626899741
< 0.1%
12.580026491
< 0.1%
12.363284831
< 0.1%
12.279374181
< 0.1%
12.24639411
< 0.1%
12.227175281
< 0.1%

Sulfate
Real number (ℝ≥0)

MISSING

Distinct2495
Distinct (%)100.0%
Missing781
Missing (%)23.8%
Infinite0
Infinite (%)0.0%
Mean333.7757766
Minimum129
Maximum481.0306423
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum129
5-th percentile266.6162317
Q1307.6994978
median333.0735457
Q3359.9501704
95-th percentile403.0701898
Maximum481.0306423
Range352.0306423
Interquartile range (IQR)52.25067255

Descriptive statistics

Standard deviation41.41684046
Coefficient of variation (CV)0.1240858186
Kurtosis0.648262815
Mean333.7757766
Median Absolute Deviation (MAD)26.0951759
Skewness-0.03594662161
Sum832770.5626
Variance1715.354674
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
367.23079221
 
< 0.1%
359.71051721
 
< 0.1%
357.81592941
 
< 0.1%
334.05369271
 
< 0.1%
308.78076861
 
< 0.1%
366.21442791
 
< 0.1%
267.63688561
 
< 0.1%
335.87171851
 
< 0.1%
343.60110431
 
< 0.1%
408.12325451
 
< 0.1%
Other values (2485)2485
75.9%
(Missing)781
 
23.8%
ValueCountFrequency (%)
1291
< 0.1%
180.20674641
< 0.1%
182.39737021
< 0.1%
187.17071441
< 0.1%
187.42413091
< 0.1%
192.03359171
< 0.1%
203.44452081
< 0.1%
205.93509061
< 0.1%
206.24722941
< 0.1%
207.89048231
< 0.1%
ValueCountFrequency (%)
481.03064231
< 0.1%
476.53971731
< 0.1%
475.73746021
< 0.1%
462.4742151
< 0.1%
460.1070691
< 0.1%
458.44107231
< 0.1%
455.45123371
< 0.1%
450.91445441
< 0.1%
449.26768751
< 0.1%
447.41796241
< 0.1%

Conductivity
Real number (ℝ≥0)

UNIQUE

Distinct3276
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean426.2051107
Minimum181.483754
Maximum753.3426196
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum181.483754
5-th percentile300.1094657
Q1365.7344141
median421.8849683
Q3481.7923045
95-th percentile566.3493198
Maximum753.3426196
Range571.8588656
Interquartile range (IQR)116.0578904

Descriptive statistics

Standard deviation80.82406405
Coefficient of variation (CV)0.1896365436
Kurtosis-0.2770928329
Mean426.2051107
Median Absolute Deviation (MAD)57.88759119
Skewness0.2644902239
Sum1396247.943
Variance6532.52933
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
333.94619661
 
< 0.1%
415.62488171
 
< 0.1%
405.81809721
 
< 0.1%
399.47735781
 
< 0.1%
490.82150011
 
< 0.1%
279.44706571
 
< 0.1%
449.25997561
 
< 0.1%
372.62352931
 
< 0.1%
360.10744051
 
< 0.1%
356.80585471
 
< 0.1%
Other values (3266)3266
99.7%
ValueCountFrequency (%)
181.4837541
< 0.1%
201.61973681
< 0.1%
210.3191821
< 0.1%
217.35832961
< 0.1%
232.6136241
< 0.1%
233.90796511
< 0.1%
235.04228351
< 0.1%
245.8596321
< 0.1%
247.91803051
< 0.1%
251.02089871
< 0.1%
ValueCountFrequency (%)
753.34261961
< 0.1%
708.22636451
< 0.1%
695.3695281
< 0.1%
674.44347591
< 0.1%
672.55699921
< 0.1%
669.72508621
< 0.1%
666.69061831
< 0.1%
660.25494631
< 0.1%
657.57042181
< 0.1%
656.92412781
< 0.1%

Organic_carbon
Real number (ℝ≥0)

UNIQUE

Distinct3276
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.28497025
Minimum2.2
Maximum28.3
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum2.2
5-th percentile8.815361702
Q112.06580133
median14.21833794
Q316.55765154
95-th percentile19.63725445
Maximum28.3
Range26.1
Interquartile range (IQR)4.49185021

Descriptive statistics

Standard deviation3.308161999
Coefficient of variation (CV)0.2315834014
Kurtosis0.04440930715
Mean14.28497025
Median Absolute Deviation (MAD)2.232294118
Skewness0.02553258209
Sum46797.56253
Variance10.94393581
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
18.137690531
 
< 0.1%
13.07685891
 
< 0.1%
20.603574421
 
< 0.1%
8.1489290551
 
< 0.1%
17.107563131
 
< 0.1%
15.554505721
 
< 0.1%
14.423403591
 
< 0.1%
14.410778251
 
< 0.1%
19.385941011
 
< 0.1%
11.312293621
 
< 0.1%
Other values (3266)3266
99.7%
ValueCountFrequency (%)
2.21
< 0.1%
4.3718986081
< 0.1%
4.4667719691
< 0.1%
4.4730922641
< 0.1%
4.8616314981
< 0.1%
4.9028880681
< 0.1%
4.9668616191
< 0.1%
5.0516946151
< 0.1%
5.1593803081
< 0.1%
5.1884664551
< 0.1%
ValueCountFrequency (%)
28.31
< 0.1%
27.006706611
< 0.1%
24.755392371
< 0.1%
23.952450441
< 0.1%
23.917601261
< 0.1%
23.667666781
< 0.1%
23.604297971
< 0.1%
23.569644911
< 0.1%
23.514773771
< 0.1%
23.399516061
< 0.1%

Trihalomethanes
Real number (ℝ≥0)

MISSING

Distinct3114
Distinct (%)100.0%
Missing162
Missing (%)4.9%
Infinite0
Infinite (%)0.0%
Mean66.39629295
Minimum0.738
Maximum124
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum0.738
5-th percentile39.55292835
Q155.84453562
median66.6224851
Q377.33747291
95-th percentile92.12405947
Maximum124
Range123.262
Interquartile range (IQR)21.49293729

Descriptive statistics

Standard deviation16.17500842
Coefficient of variation (CV)0.2436131251
Kurtosis0.2385974402
Mean66.39629295
Median Absolute Deviation (MAD)10.74217213
Skewness-0.08303067408
Sum206758.0562
Variance261.6308975
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
45.448776941
 
< 0.1%
79.55559311
 
< 0.1%
58.413459691
 
< 0.1%
57.87745541
 
< 0.1%
54.755214061
 
< 0.1%
66.231435541
 
< 0.1%
58.220981541
 
< 0.1%
72.089000981
 
< 0.1%
78.501492451
 
< 0.1%
73.488980651
 
< 0.1%
Other values (3104)3104
94.7%
(Missing)162
 
4.9%
ValueCountFrequency (%)
0.7381
< 0.1%
8.1758763841
< 0.1%
8.5770129331
< 0.1%
14.343161451
< 0.1%
15.68487681
< 0.1%
16.29150461
< 0.1%
17.000682931
< 0.1%
17.527764961
< 0.1%
17.915722571
< 0.1%
18.015272361
< 0.1%
ValueCountFrequency (%)
1241
< 0.1%
120.0300771
< 0.1%
118.35727471
< 0.1%
116.16162161
< 0.1%
114.20867141
< 0.1%
114.03494571
< 0.1%
113.04888571
< 0.1%
112.6227331
< 0.1%
112.41221041
< 0.1%
112.06102741
< 0.1%

Turbidity
Real number (ℝ≥0)

UNIQUE

Distinct3276
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.96678617
Minimum1.45
Maximum6.739
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum1.45
5-th percentile2.684279234
Q13.43971087
median3.955027563
Q34.500319787
95-th percentile5.220924525
Maximum6.739
Range5.289
Interquartile range (IQR)1.060608918

Descriptive statistics

Standard deviation0.7803824085
Coefficient of variation (CV)0.1967291341
Kurtosis-0.06280064052
Mean3.96678617
Median Absolute Deviation (MAD)0.5302962358
Skewness-0.007816642377
Sum12995.19149
Variance0.6089967035
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.8409107561
 
< 0.1%
2.9385362871
 
< 0.1%
3.964686351
 
< 0.1%
3.2278490861
 
< 0.1%
4.9142760951
 
< 0.1%
3.3787784931
 
< 0.1%
3.6654106621
 
< 0.1%
5.0161875591
 
< 0.1%
3.9596365241
 
< 0.1%
3.8214559751
 
< 0.1%
Other values (3266)3266
99.7%
ValueCountFrequency (%)
1.451
< 0.1%
1.4922066151
< 0.1%
1.4961009431
< 0.1%
1.641515011
< 0.1%
1.6597993851
< 0.1%
1.6805540251
< 0.1%
1.6876245051
< 0.1%
1.8013269991
< 0.1%
1.812528941
< 0.1%
1.8443716041
< 0.1%
ValueCountFrequency (%)
6.7391
< 0.1%
6.4947485561
< 0.1%
6.4942494671
< 0.1%
6.3891610091
< 0.1%
6.357438521
< 0.1%
6.3076784721
< 0.1%
6.2265804051
< 0.1%
6.2048463591
< 0.1%
6.0996318731
< 0.1%
6.0837723541
< 0.1%

Potability
Categorical

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size25.7 KiB
0
1998 
1
1278 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters3276
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
01998
61.0%
11278
39.0%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
01998
61.0%
11278
39.0%

Most occurring characters

ValueCountFrequency (%)
01998
61.0%
11278
39.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number3276
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
01998
61.0%
11278
39.0%

Most occurring scripts

ValueCountFrequency (%)
Common3276
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
01998
61.0%
11278
39.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII3276
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
01998
61.0%
11278
39.0%

Interactions

Correlations

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

Sample

First rows

phHardnessSolidsChloraminesSulfateConductivityOrganic_carbonTrihalomethanesTurbidityPotability
0NaN204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350
13.716080129.42292118630.0578586.635246NaN592.88535915.18001356.3290764.5006560
28.099124224.23625919909.5417329.275884NaN418.60621316.86863766.4200933.0559340
38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750
55.584087188.31332428748.6877397.544869326.678363280.4679168.39973554.9178622.5597080
610.223862248.07173528749.7165447.513408393.663396283.65163413.78969584.6035562.6729890
78.635849203.36152313672.0917644.563009303.309771474.60764512.36381762.7983094.4014250
8NaN118.98857914285.5838547.804174268.646941389.37556612.70604953.9288463.5950170
911.180284227.23146925484.5084919.077200404.041635563.88548117.92780671.9766014.3705620

Last rows

phHardnessSolidsChloraminesSulfateConductivityOrganic_carbonTrihalomethanesTurbidityPotability
32668.372910169.08705214622.7454947.547984NaN464.52555211.08302738.4351514.9063581
32678.989900215.04735815921.4120186.297312312.931022390.4102319.89911555.0693044.6138431
32686.702547207.32108617246.9203477.708117304.510230329.26600216.21730328.8786013.4429831
326911.49101194.81254537188.8260229.263166258.930600439.89361816.17275541.5585014.3692641
32706.069616186.65904026138.7801917.747547345.700257415.88695512.06762060.4199213.6697121
32714.668102193.68173547580.9916037.166639359.948574526.42417113.89441966.6876954.4358211
32727.808856193.55321217329.8021608.061362NaN392.44958019.903225NaN2.7982431
32739.419510175.76264633155.5782187.350233NaN432.04478311.03907069.8454003.2988751
32745.126763230.60375811983.8693766.303357NaN402.88311311.16894677.4882134.7086581
32757.874671195.10229917404.1770617.509306NaN327.45976016.14036878.6984462.3091491